Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Find the Unicode that hides meaning: bidi controls, invisibles, homoglyphs and mixed scripts.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"unicode-le": {
"command": "npx",
"args": [
"-y",
"unicode-le-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add unicode-le -- npx -y unicode-le-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"unicode-le": {
"command": "npx",
"args": [
"-y",
"unicode-le-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"unicode-le": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"unicode-le-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 nolindnaidoo 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.1.0)은 30일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Tools MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Unicode-LE: The Characters That Are Not What They Look Like
Find the Unicode that hides meaning in the current file or the whole workspace
Bidi controls, invisibles, homoglyphs, mixed scripts, non-NFC text, spaces that are not the space
Useful? A star or rating is how other developers find it —
★ GitHub ·
Open a file, run Unicode-LE: Detect Unicode Risks, and every character in it that is not what it looks like lands in a report beside the editor: the bidirectional controls behind CVE-2021-42574, zero-width and other invisibles, homoglyphs, words no single script accounts for, lines that are not in Normalization Form C, spaces that are not U+0020, and codepoints with no agreed meaning. Scan Workspace does the same for every file on disk. Works in VS Code and in VS Code–based editors like Cursor and VSCodium (installable from Open VSX).
а in an otherwise Latin pаypal is a finding; a word written wholly in Cyrillic is noté between two values a hash calls different and a person calls identicalThe report never contains a character it found. Every finding is written as U+202E, never as the character itself, and a file path or key path from the document is escaped to . A report that pasted one raw would reorder the screen of whoever read it, and the tool would become the delivery mechanism for the thing it detects. It rewrites nothing: not a normalization, not a stripped space.
| Where | What you get | Install |
|---|---|---|
| VS Code | The screen, in your editor, on a keystroke | Marketplace |
| Cursor, VSCodium, Windsurf | The same extension | Open VSX |
| A terminal or a CI step | The same screen over a whole tree, with exit codes | cargo install unicode-le · crates.io |
| A terminal, via Node | The same command line, held to the Rust one byte for byte | npx unicode-le · npm |
| Any MCP agent, via Node | detect_unicode_risks over stdio | npx unicode-le-mcp · npm |
The same engine runs as an MCP server, so an agent can call it directly instead of you running a command. It matters more here than for most tools: a model that pasted a document into its own reasoning has already been handed the bidi controls in it, and what comes back from this server is U+XXXX and English, so the answer cannot carry them on into a commit message or a review comment.
| Editor | How |
|---|---|
| VS Code 1.101+ | Nothing to install — the extension registers detect_unicode_risks with agent mode |
| Claude Code | claude mcp add unicode-le -- npx -y unicode-le-mcp |
| Cursor, Windsurf, anything else | point it at npx unicode-le-mcp |
detect_unicode_risks(content, kinds?, scripts?, format?, filename?, maxResults?)
Returns each finding with its kind, severity, 1-based line and column (UTF-16, as an editor counts), byte offset, the codepoints, the script and, where the format allows, the key path it sits under — plus any refusal, both structured and as a warning, so an empty finding list is never mistaken for a clean document. Every non-ASCII character in a reply leaves as \uXXXX. Capped at 500 by default with meta.truncated.
The server takes content and returns data — it reads no files and makes no network requests of its own. Published as unicode-le-mcp on npm and as io.github.nolindnaidoo/unicode-le in the MCP registry. It answers exactly as the Rust CLI's server does: one corpus runs against both, a differential test feeds both thousands of generated documents, and both read the same Unicode tables — written out by the crate — rather than whatever version the host's JavaScript engine carries.
Configuring it by hand — any host with an MCP config file
{
"mcpServers": { "unicode-le": { "command": "npx", "args": ["-y", "unicode-le-mcp"] } } }
Or install it once with npm install -g unicode-le-mcp and point at unicode-le-mcp. It needs no environment variables, no API key and no configuration of its own. To check it:
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | npx -y unicode-le-mcp
| Kind | Severity | What |
|---|---|---|
bidi-control | high | U+202A–U+202E, U+2066–U+2069, U+061C — the Trojan Source class. They reorder how the rest of the line renders. |
confusable | high | A homoglyph in a word of another script, or a compatibility form of an ASCII character (full-width F, mathematical 𝐚, the Kelvin sign), with the codepoint it resembles |
mixed-script | high | One word that no single script accounts for |
invisible | medium | Zero-width characters, the soft hyphen, and U+FEFF anywhere but the first byte |
unassigned-or-private-use | medium | A codepoint with no assigned meaning: private use, unassigned, a noncharacter |
non-nfc | low | A line that is not in Normalization Form C. Reported, never rewritten |
unusual-whitespace | low | A space that is not U+0020: no-break, ideographic, the en and em spaces |
A naive confusable check flags every letter of every Russian and Chinese string in a workspace — thousands of findings on exactly the codebases that most need the check, so it gets switched off, and the Trojan Source screen goes off with it.
Привет is wholly Cyrillic and is Russian. Japanese mixes Han, Hiragana and Katakana in one word constantly, and UTS #39 knows that is Japanese.unicode-le.detection.scripts — Han, Cyrillic, Hira — and a Latin product name inside a Chinese string is a translation, while a Cyrillic letter in a Latin word in the same file is still caught.In JSON, YAML, TOML, INI and .properties, .env, CSV and TSV a finding also carries the key path it sits under — metrics.headline.eyebrow rather than line 412 of a five-thousand-line catalogue. The format never decides whether a finding exists, only how it is addressed: a file whose format cannot be parsed is still scanned and still reports everything in it.
The workspace scan reads every file as bytes. A UTF-16 or UTF-32 file, a binary file and a file that is not valid UTF-8 are refused by name rather than decoded as something else, because a wrong decode invents findings: read UTF-16 as UTF-8 and every second byte becomes an invisible character that is not in the file.
Detect reads the document you have open. A scan reads many files from disk and gives one report.
Unicode-LE: Scan Workspace for Unicode Risks from the command palette.Scan Folder for Unicode Risks, or run Unicode-LE: Scan Folder for Unicode Risks and pick one.The report has a section for each file with a finding, and for each file that could not be judged:
# Unicode-LE report
3 finding(s) in 4 file(s) scanned; 2 file(s) not fully judged.
latin1.txtbinary_or_undecodable): not valid UTF-8 at byte 3: the encoding is unknown and is not guessednotes.txtencoding_unknown): a UTF-16LE byte-order mark: this reads UTF-8 only, and decoding UTF-16LE as UTF-8 would invent invisible and unassigned characters that are not in the filesrc/login.ts
Each finding also carries a sentence saying why it matters, left out here.
What a scan reads. Files come from disk, so an unsaved edit is not seen. A file over the safety size is left unread. A text file that is not UTF-8 is named in the report with the reason, never guessed at and never passed over. It stops at 5,000 files or 10,000 listed findings. The report ends with a line for each thing it left out.
A scan that skips is not a clearance. By default a scan does not read dependency folders, files the project's .gitignore leaves out, or binary files. A character hidden in one of those is not reported. To screen everything, turn the three switches off.
What it skips, and how to change that. Three switches are on by default, and each can be turned off on its own in Settings:
| Switch | Skips |
|---|---|
scanUseDefaultExcludes | Dependency folders, build output, tool caches and lockfiles. The full list is below |
scanRespectGitignore | Whatever the project's .gitignore files skip |
scanSkipBinaryFiles | Images, fonts, archives and other files that are not text |
Two lists adjust the result without turning a switch off. To skip more, add a pattern to scanExcludes. To read something a switch would skip, add it to scanAlwaysInclude:
{
// Also skip the test fixtures. "unicode-le.workspace.scanExc
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